본문으로 건너뛰기
cccskills
무료GitHub에 공개

unsloth

Get guidance on fine-tuning language models with Unsloth, including LoRA and QLoRA methods for training with fewer resources. The skill points to documentation for understanding APIs, implementing training code, debugging problems, and exploring speed and memory optimizations.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

원문원문 설명 보기

Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization

foryourhealth111-pixel/Vibe-Skills

실행 점수 미검증

설치 방법 보기

이럴 때 유용합니다

  • Exploring faster training with lower memory use
  • Learning about LoRA and QLoRA fine-tuning
  • Checking Unsloth features and APIs
  • Investigating problems in Unsloth code

포함된 파일(5)

  • SKILL.md2.3 KB
  • references/index.md98 B
  • references/llms-full.md0 B
  • references/llms-txt.md794.0 KB
  • references/llms.md12.2 KB

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

Unsloth Skill

Comprehensive assistance with unsloth development, generated from official documentation.

When to Use This Skill

This skill should be triggered when:

  • Working with unsloth
  • Asking about unsloth features or APIs
  • Implementing unsloth solutions
  • Debugging unsloth code
  • Learning unsloth best practices

Quick Reference

Common Patterns

Quick reference patterns will be added as you use the skill.

Reference Files

This skill includes comprehensive documentation in references/:

  • llms-txt.md - Llms-Txt documentation

Use view to read specific reference files when detailed information is needed.

Working with This Skill

For Beginners

Start with the getting_started or tutorials reference files for foundational concepts.

For Specific Features

Use the appropriate category reference file (api, guides, etc.) for detailed information.

For Code Examples

The quick reference section above contains common patterns extracted from the official docs.

Resources

references/

Organized documentation extracted from official sources. These files contain:

  • Detailed explanations
  • Code examples with language annotations
  • Links to original documentation
  • Table of contents for quick navigation

scripts/

Add helper scripts here for common automation tasks.

assets/

Add templates, boilerplate, or example projects here.

Notes

  • This skill was automatically generated from official documentation
  • Reference files preserve the structure and examples from source docs
  • Code examples include language detection for better syntax highlighting
  • Quick reference patterns are extracted from common usage examples in the docs

Updating

To refresh this skill with updated documentation:

  1. Re-run the scraper with the same configuration
  2. The skill will be rebuilt with the latest information
<!-- Trigger re-upload 1763621536 -->

리뷰

아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.

댓글

로그인 없이 쓸 수 있습니다. 사용 후기, 질문, 작동하지 않은 환경 등을 편하게 남겨 주세요.

아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.

보내면 바로 공개됩니다. 이메일 주소나 전화번호 같은 개인 정보는 쓰지 마세요. URL은 2개까지입니다.

0 / 1,000자

이 양식은 reCAPTCHA로 보호되며 Google 개인정보처리방침 및 서비스 약관이 적용됩니다.

같은 저장소의 스킬

adaptyv

무료

Support experimental validation of designed proteins through a cloud laboratory. Prepare and optimize sequences, submit tests for binding, expression, thermal stability, or enzyme activity, track experiment progress, and retrieve results through the API.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Submit designed proteins for binding tests
  • Request expression, thermal stability, or enzyme activity tests
  • Optimize sequences for solubility before experiments
foryourhealth111-pixel/Vibe-Skills3.8천2026년 10월 23일 업데이트

aeon

무료

Analyze time series, observations ordered over time, using aeon in Python. Build classification, prediction, and clustering workflows, detect unusual patterns or changes, and compare methods through an interface compatible with scikit-learn.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Classifying time series by their patterns
  • Forecasting future values from past observations
  • Detecting anomalies and change points
foryourhealth111-pixel/Vibe-Skills3.8천2026년 10월 23일 업데이트

algorithmic-art

무료

Create original generative art with p5.js, using code to produce patterns and motion. Receive a written artistic concept and an interactive HTML viewer with adjustable parameters, reproducible random variations, seed navigation, and PNG downloads.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Create art from particle motion and flow fields
  • Explore patterns by adjusting sliders
  • Reproduce a favorite variation with the same seed
foryourhealth111-pixel/Vibe-Skills3.8천2026년 10월 23일 업데이트

alpha-vantage

무료

Retrieve stock prices, exchange rates, cryptocurrency prices, company financial statements, and economic indicators through the Alpha Vantage API. It also covers historical data, news sentiment, and technical indicators, which summarize price and trading patterns.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Retrieve historical stock prices and trading volumes
  • Collect company financial statements and earnings data
  • Check foreign exchange and cryptocurrency prices
foryourhealth111-pixel/Vibe-Skills3.8천2026년 10월 23일 업데이트

architecture-patterns

무료

Design backend systems with clear boundaries between business rules, databases, and external services. Use Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to organize new applications, refactor existing code, and make core logic easier to test.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Planning the structure of a new backend
  • Refactoring tightly coupled applications
  • Testing business rules independently of external services
foryourhealth111-pixel/Vibe-Skills3.8천2026년 10월 23일 업데이트

astropy

무료

Helps process astronomical data in Python by converting coordinates, units, and time scales, working with FITS observation files, matching object catalogs, and calculating distances using cosmological models.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Converting celestial coordinates
  • Reading and editing FITS observation files
  • Matching objects across astronomical catalogs
foryourhealth111-pixel/Vibe-Skills3.8천2026년 10월 23일 업데이트

foryourhealth111-pixel의 스킬 모두 보기

이 스킬의 문제 신고